Created
January 21, 2015 17:28
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Question Answering Request Handler example for blob store ref guide
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package org.apache.solr.core; | |
/* | |
* Licensed to the Apache Software Foundation (ASF) under one or more | |
* contributor license agreements. See the NOTICE file distributed with | |
* this work for additional information regarding copyright ownership. | |
* The ASF licenses this file to You under the Apache License, Version 2.0 | |
* (the "License"); you may not use this file except in compliance with | |
* the License. You may obtain a copy of the License at | |
* | |
* http://www.apache.org/licenses/LICENSE-2.0 | |
* | |
* Unless required by applicable law or agreed to in writing, software | |
* distributed under the License is distributed on an "AS IS" BASIS, | |
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
* See the License for the specific language governing permissions and | |
* limitations under the License. | |
*/ | |
import java.util.ArrayList; | |
import java.util.List; | |
import java.util.regex.Matcher; | |
import java.util.regex.Pattern; | |
import org.apache.solr.common.params.ModifiableSolrParams; | |
import org.apache.solr.common.params.SolrParams; | |
import org.apache.solr.handler.StandardRequestHandler; | |
import org.apache.solr.request.SolrQueryRequest; | |
import org.apache.solr.response.SolrQueryResponse; | |
public class QuestionAnswerRequestHandler extends StandardRequestHandler { | |
List<QAPattern> patterns = new ArrayList<QuestionAnswerRequestHandler.QAPattern>(); | |
public QuestionAnswerRequestHandler() { | |
// Date of birth patterns | |
patterns.add(new QAPattern("(when was )(.*)( born)", 2, "name_t:'ENTITY' AND type_s:person", "dob_dt")); | |
patterns.add(new QAPattern("(what is the birthdate of )(.*)", 2, "name_t:'ENTITY' AND type_s:person", "dob_dt")); | |
patterns.add(new QAPattern("(birthday of )(.*)", 2, "name_t:'ENTITY' AND type_s:person", "dob_dt")); | |
patterns.add(new QAPattern("(how old is )(.*)", 2, "name_t:'ENTITY' AND type_s:person", "dob_dt")); | |
patterns.add(new QAPattern("(what is the age of )(.*)", 2, "name_t:'ENTITY' AND type_s:person", "dob_dt")); | |
// Location/hometown patterns | |
patterns.add(new QAPattern("(where does )(.*)(live)", 2, "name_t:'ENTITY' AND type_s:person", "hometown_s")); | |
patterns.add(new QAPattern("(hometown of )(.*)", 2, "name_t:'ENTITY' AND type_s:person", "hometown_s")); | |
// Capital of a country | |
patterns.add(new QAPattern("(capital of )(.*)", 2, "name_t:'ENTITY' AND type_s:country", "capital_s")); | |
patterns.add(new QAPattern("(what is capital of )(.*)", 2, "name_t:'ENTITY' AND type_s:country", "capital_s")); | |
patterns.add(new QAPattern("(what is the capital of )(.*)", 2, "name_t:'ENTITY' AND type_s:country", "capital_s")); | |
} | |
@Override | |
public void handleRequestBody(SolrQueryRequest req, SolrQueryResponse rsp) throws Exception { | |
SolrParams params = req.getOriginalParams(); | |
ModifiableSolrParams mparams = new ModifiableSolrParams(params); | |
String question = params.get("q"); | |
if(question==null) | |
return; | |
for(QAPattern pat: patterns) { | |
if(pat.doesMatch(question)) { | |
String q = pat.getQuery(question); | |
String fl = "id,name_t,"+pat.returnField; | |
mparams.set("q", q, "fl", fl); | |
req.forward("standard", mparams, rsp); | |
return; | |
} | |
} | |
// if nothing works, fall back to textual search | |
mparams.set("q", "description_t:'question'", "fl", "*"); | |
req.forward("standard", mparams, rsp); | |
} | |
@Override | |
public String getDescription() { | |
return "Question answering query parser, accepts the question with 'q' parameter"; | |
} | |
class QAPattern { | |
Pattern pattern; | |
int entityGroup; | |
String query; | |
String returnField; | |
public QAPattern(String regex, int entityGroup, String queryPattern, String returnField) { | |
this.entityGroup = entityGroup; | |
this.query = queryPattern; | |
this.returnField = returnField; | |
this.pattern = Pattern.compile(regex); | |
} | |
String getQuery(String input) { | |
String entity = extractEntity(input); | |
if(entity==null) | |
return null; | |
return query.replaceAll("ENTITY", entity); | |
} | |
String extractEntity(String input) { | |
Matcher mat = pattern.matcher(input); | |
if(mat.find()) | |
return mat.group(entityGroup); | |
return null; | |
} | |
boolean doesMatch(String input) { | |
Matcher mat = pattern.matcher(input); | |
return mat.matches(); | |
} | |
} | |
} |
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